Local LLMs

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Improved performance and model support with GGUF

馃崕AppleContent type: Blog
ollama.com

defai-digital/ax-engine: Apple Silicon LLM runtime supporting Gemma 4 and Qwen 3.6 MTP modes

馃崕AppleContent type: Code
github.comHacker News

A system programmer鈥檚 guide to LLM inference

馃攰Screen ReadersContent type: Blog

Qwen 3.6 27B AutoRound GGUF, need your feedback

馃捇macOS
huggingface.cor/LocalLLaMA

Ollama 0.30 delivers faster NVIDIA GPU performance and wider hardware support

馃攰Screen Readers
alternativeto.net

Apples to Apples: MLX vs. Llama.cpp for Gemma 4 12B on an M1 16GB

馃崕AppleContent type: Blog
ziraph.comHacker News

147th airhacks tv: Local LLMs, LightMetal, ZSmith Agents, AI Rails, Saving Tokens

馃崕AppleContent type: Blog
adambien.blog

Fixing a stuck Ollama runner and building a GPU watchdog

馃彔Self-hosting

Neo-X7/Neo-AI: A fully offline AI assistant powered by Ollama. Stores and retrieves conversations using SQLite + LanceDB vector search. No cloud. No API keys. Runs entirely on your machine.

馃AkkomaContent type: Code
github.comDEV

Show HN: Run Llama.cpp In-Process from Java with Project Panama FFM

馃Akkoma

I've tested so many desktop AI tools, but Hermes with Ollama is my new favorite - here's why

馃崕AppleContent type: NewsContent type: Tutorial
zdnet.com

Google Shrank Gemma 4 by 72% and Unsloth Fixed the 4-Bit Bug Nobody Else Caught on One 4090, and 4-Bit Shouldn鈥檛 Be This Good

馃攰Screen ReadersContent type: Blog
towardsai.net

Run local agentic AI on the Mac using MLX [video]

馃捇macOSContent type: Video
youtube.comHacker News

Using Scikit-LLM with Open-Source LLMs

馃崕Apple

I built an open-source persistent memory layer for AI coding agents

馃彔Self-hostingContent type: Code
github.comr/GithubCopilot

Distilling Safe LLM Systems via Soft Prompts for On Device Settings

馃攰Screen ReadersContent type: Academic
arxiv.org

GGUF vs GPTQ vs AWQ: The Plain-English Guide to LLM Quantization (and Which One to Pick)

馃崕Apple

I added this open-source tool to my local AI stack, and my local LLM finally has persistent memory

馃Akkoma
xda-developers.com

maziyarpanahi/openmed: open-source healthcare ai

馃崕AppleContent type: Code
github.com

Using local LLMs for agentic coding

馃崕AppleContent type: Blog
blog.alexewerlof.com

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